Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations

1 code implementation • 5 Aug 2022 • Jan Nikolas Morshuis, Sergios Gatidis, Matthias Hein, Christian F. Baumgartner

Deep Learning (DL) methods have shown promising results for solving ill-posed inverse problems such as MR image reconstruction from undersampled $k$-space data.

Adversarial Robustness Image Reconstruction

Hierarchical Multimodal Variational Autoencoders

no code implementations • 29 Sep 2021 • Jannik Wolff, Rahul G Krishnan, Lukas Ruff, Jan Nikolas Morshuis, Tassilo Klein, Shinichi Nakajima, Moin Nabi

Humans find structure in natural phenomena by absorbing stimuli from multiple input sources such as vision, text, and speech.